{"id":"W2338398647","doi":"10.5539/ass.v12n5p195","title":"Student Innovation Process from Self-architecting Point of View","year":2016,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Educational Methods and Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Immortality; Vanguard; Eternity; Ingenuity; Incentive; Value (mathematics); Process (computing); Flexibility (engineering); Management; Sociology; Aesthetics; Epistemology; Computer science; Philosophy; Economics; Political science; Law; History; Theology; Market economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006159947,0.0002714601,0.0002830874,0.001390279,0.004311131,0.01607688,0.001151663,0.00233511,0.01403883],"category_scores_gemma":[0.007889894,0.0002347949,0.0007409274,0.0009140039,0.006426769,0.006397856,0.006234003,0.003460656,0.005184509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00456077,"about_ca_system_score_gemma":0.009592454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149507,"about_ca_topic_score_gemma":0.001126787,"domain_scores_codex":[0.9934506,0.003190737,0.0002481385,0.0006076082,0.001798209,0.0007047216],"domain_scores_gemma":[0.9934616,0.001727438,0.0003767013,0.0009109688,0.001990739,0.001532622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003652631,0.0002725529,0.004832447,0.0001490854,0.00002079735,0.0005368102,0.03141563,0.001303296,0.001443833,0.8828373,0.01296192,0.06418975],"study_design_scores_gemma":[0.00003272331,0.0002048736,0.003072144,0.0002860119,0.00003413545,0.0006694358,0.02655064,0.005994487,0.004344384,0.3104915,0.6482585,0.00006124443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08240325,0.001332188,0.0701696,0.03270026,0.000873767,0.0003659268,0.00009664697,0.0004529638,0.8116055],"genre_scores_gemma":[0.7971146,0.00108907,0.0158225,0.001701074,0.0002463405,0.0001908003,0.00008799916,0.0001733434,0.1835742],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01607688,"threshold_uncertainty_score":0.04696459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194066728876256,"score_gpt":0.4473311788491498,"score_spread":0.4053905115603872,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}